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bennyguo / instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!
MIT License
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Could you share some pretrained models? #27

Open Y-ZIQI opened 1 year ago

Y-ZIQI commented 1 year ago

Hello, thanks for the work. I cloned the code and run it on my PC. Since my graphics card is GTX1660S, I have to reduce 'train_num_rays' to 128 in case OOM error occurs(other parameters remain default). Then I extract the mesh and found it has some noise and holes. I thought maybe it's hard for my card to train a good result:( So, would you mind share some pretrained models of, for example, nerf synthetic datasets? Or share some ideas of tuning those parameters so that a 6GB card can get good result? Thanks!

bennyguo commented 1 year ago

Hi! You should also try to reduce max_train_num_rays and ray_chunk. Note that you may need more training iterations as the number of sampled rays per iteration is lower.